Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Norwich with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Python
Norfolk > Norwich
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 22 51 38
Rank change year-on-year +29 -13 +17
Permanent jobs citing Python 33 12 11
As % of all permanent IT jobs advertised in Norwich 11.34% 2.54% 3.41%
As % of the Programming Languages category 16.34% 4.55% 5.42%
Number of salaries quoted 20 12 10
Norwich median annual salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50% +31.15%
10th Percentile £28,681 £31,600 £25,575
90th Percentile £62,500 £80,000 £45,750
Norfolk median annual salary £40,000 £43,750 £40,000
% change year-on-year -8.57% +9.38% -33.33%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Norwich with a requirement for coding skills.

All Programming Languages
Norwich
Permanent vacancies with a requirement for coding skills 202 264 203
As % of all permanent IT jobs advertised in Norwich 69.42% 55.93% 62.85%
Number of salaries quoted 139 229 179
Norwich median annual salary £36,750 £37,500 £32,500
Median salary % change year-on-year -2.00% +15.38% -
10th Percentile £25,200 £26,250 £22,000
90th Percentile £56,250 £56,250 £45,000
Norfolk median annual salary £37,500 £37,500 £32,500
% change year-on-year - +15.38% -2.99%

Python
Job Vacancy Trend in Norwich

Job postings citing Python as a percentage of all IT jobs advertised in Norwich.

Job vacancy trend for Python in Norwich

Python
Salary Trend in Norwich

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Norwich.

Salary trend for Python in Norwich

Python
Salary Histogram in Norwich

The salary distribution of IT jobs citing Python in Norwich over the 6 months to 19 November 2017.

Salary histogram for Python in Norwich

For the 6 months to 19 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Norwich region with a requirement for Python.

1 20 (60.61%) Java
2 17 (51.52%) Agile Software Development
3 16 (48.48%) Apache Spark
4 13 (39.39%) Amazon AWS
5 12 (36.36%) Hadoop
5 12 (36.36%) Big Data
5 12 (36.36%) Kafka
5 12 (36.36%) Perl
5 12 (36.36%) SQL
5 12 (36.36%) Apache
6 11 (33.33%) Spring
6 11 (33.33%) Cloudera
6 11 (33.33%) Apache Cassandra
7 10 (30.30%) C++
8 9 (27.27%) Linux
8 9 (27.27%) CISSP
8 9 (27.27%) CISA
8 9 (27.27%) CISM
8 9 (27.27%) Analytics
9 8 (24.24%) Microsoft
9 8 (24.24%) Web Services
10 7 (21.21%) Windows
10 7 (21.21%) MySQL
10 7 (21.21%) Tomcat
10 7 (21.21%) Active Directory
10 7 (21.21%) Scrum
11 6 (18.18%) CEH
11 6 (18.18%) Software Engineering
11 6 (18.18%) Management Information System
11 6 (18.18%) MVC

Python
Co-occurring IT Skills in Norwich by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 16 (48.48%) Apache Spark
2 12 (36.36%) Apache
3 7 (21.21%) Tomcat
4 6 (18.18%) Apache Solr
5 2 (6.06%) CMS
5 2 (6.06%) Liferay
5 2 (6.06%) WordPress
6 1 (3.03%) Apache Pig
6 1 (3.03%) IIS
6 1 (3.03%) MS Exchange
Cloud Services
1 13 (39.39%) Amazon AWS
2 5 (15.15%) Google Cloud Platform
2 5 (15.15%) Microsoft Azure
3 2 (6.06%) AWS CloudFormation
3 2 (6.06%) SaaS
4 1 (3.03%) Amazon EC2
4 1 (3.03%) AWS Elastic Beanstalk
4 1 (3.03%) Office 365
4 1 (3.03%) Route 53
4 1 (3.03%) Virtual Private Cloud
Communications & Networking
1 1 (3.03%) DHCP
1 1 (3.03%) DNS
1 1 (3.03%) Firewall
1 1 (3.03%) PBX
1 1 (3.03%) SMS
Database & Business Intelligence
1 12 (36.36%) Big Data
1 12 (36.36%) Hadoop
2 11 (33.33%) Apache Cassandra
3 7 (21.21%) MySQL
4 6 (18.18%) SQL Server
5 2 (6.06%) Oracle Database
6 1 (3.03%) Apache Hive
6 1 (3.03%) HBase
6 1 (3.03%) Mahout
Development Applications
1 6 (18.18%) Eclipse
2 5 (15.15%) Jenkins
2 5 (15.15%) Maven
3 2 (6.06%) Git (software)
General
1 6 (18.18%) Finance
1 6 (18.18%) Legal
Job Titles
1 6 (18.18%) Data Scientist
2 3 (9.09%) Analyst
2 3 (9.09%) Cloud Engineer
2 3 (9.09%) Developer
2 3 (9.09%) Security Engineer
3 2 (6.06%) Designer
3 2 (6.06%) Full Stack Developer
3 2 (6.06%) Senior Data Scientist
3 2 (6.06%) Solutions Designer
4 1 (3.03%) Administrator
4 1 (3.03%) Systems Administrator
4 1 (3.03%) Technical Analyst
4 1 (3.03%) Technical Leader
4 1 (3.03%) Web Developer
Libraries, Frameworks & Software Standards
1 12 (36.36%) Kafka
2 11 (33.33%) Spring
3 8 (24.24%) Web Services
4 6 (18.18%) Spring MVC
5 4 (12.12%) MLlib
5 4 (12.12%) Natural Language Processing
6 3 (9.09%) CSS
6 3 (9.09%) HTML
7 2 (6.06%) AngularJS
7 2 (6.06%) Django
7 2 (6.06%) jQuery
7 2 (6.06%) Laravel
7 2 (6.06%) RESTful
8 1 (3.03%) CSS3
8 1 (3.03%) HTML5
8 1 (3.03%) Sass
Miscellaneous
1 6 (18.18%) Algorithms
1 6 (18.18%) Management Information System
2 4 (12.12%) Cyberthreat
2 4 (12.12%) Public Cloud
3 3 (9.09%) Computer Science
4 1 (3.03%) Fintech
Operating Systems
1 9 (27.27%) Linux
2 7 (21.21%) Windows
3 5 (15.15%) Unix
4 1 (3.03%) CentOS
4 1 (3.03%) Debian
4 1 (3.03%) Ubuntu
4 1 (3.03%) Windows Server
Processes & Methodologies
1 17 (51.52%) Agile Software Development
2 9 (27.27%) Analytics
3 7 (21.21%) Scrum
4 6 (18.18%) Coaching
4 6 (18.18%) Cybersecurity
4 6 (18.18%) Data Analytics
4 6 (18.18%) Data Integration
4 6 (18.18%) MapReduce
4 6 (18.18%) MVC
4 6 (18.18%) Software Engineering
5 5 (15.15%) ITIL
6 4 (12.12%) Anomaly Detection
6 4 (12.12%) DevOps
6 4 (12.12%) Information Security
6 4 (12.12%) Logistic Regression
6 4 (12.12%) Machine Learning
6 4 (12.12%) Matrix Management
6 4 (12.12%) Matrix Organization
6 4 (12.12%) Random Forest
6 4 (12.12%) Service Delivery
Programming Languages
1 20 (60.61%) Java
2 12 (36.36%) Perl
2 12 (36.36%) SQL
3 10 (30.30%) C++
4 6 (18.18%) PowerShell
5 5 (15.15%) C
5 5 (15.15%) C#
5 5 (15.15%) Ruby
6 4 (12.12%) Scala
7 3 (9.09%) JavaScript
7 3 (9.09%) PHP
8 2 (6.06%) Bash Shell
8 2 (6.06%) R
9 1 (3.03%) ES6
9 1 (3.03%) Jython
9 1 (3.03%) Shell Script
Qualifications
1 9 (27.27%) CISA
1 9 (27.27%) CISM
1 9 (27.27%) CISSP
2 6 (18.18%) CEH
2 6 (18.18%) PhD
3 3 (9.09%) (ISC)2 CCSP
3 3 (9.09%) CSSLP
3 3 (9.09%) SANS
4 2 (6.06%) AWS Certification
4 2 (6.06%) Degree
5 1 (3.03%) CCNA
5 1 (3.03%) Cisco Certification
System Software
1 7 (21.21%) Active Directory
2 6 (18.18%) HDFS
3 3 (9.09%) Docker
Systems Management
1 6 (18.18%) Ansible
1 6 (18.18%) Hadoop YARN
1 6 (18.18%) Puppet
2 2 (6.06%) Terraform
3 1 (3.03%) Kubernetes
3 1 (3.03%) Opscode Chef
3 1 (3.03%) Salt
Vendors
1 11 (33.33%) Cloudera
2 8 (24.24%) Microsoft
3 5 (15.15%) Google
4 4 (12.12%) CyberArk
5 2 (6.06%) Cisco
5 2 (6.06%) Lumension
5 2 (6.06%) Oracle
5 2 (6.06%) Splunk
5 2 (6.06%) Symantec
6 1 (3.03%) CheckPoint
6 1 (3.03%) NetApp
6 1 (3.03%) Veeam
6 1 (3.03%) VMware